Software & Projects

Comprehensive numerical computing library for Rust, providing functionality comparable to NumPy/SciPy. Core infrastructure for scientific computing research.

• Linear algebra with BLAS/LAPACK integration
• Optimization algorithms (Gradient Descent, Levenberg-Marquardt)
• Numerical integration & ODE/PDE solvers
• Statistical distributions & special functions
• DataFrame with multiple I/O formats

Pure Rust implementation of mathematical special functions for scientific computing.

• Gamma, Beta, Error functions
• Regularized and inverse variants
• No external dependencies

Zellij layout generator written in Rust. Automatically generates Zellij terminal multiplexer layouts.

• Automatic Zellij layout generation
• Rust implementation

Official implementation of operator learning for Hamiltonian mechanics. Explores whether AI can truly understand physical dynamics.

• Four neural architectures (DeepONet, TraONet, VaRONet, MambONet)
• Novel potential generation via Gaussian Random Fields
• Multi-language (Python, Rust, Julia)

Paper (arXiv)

Three AI models, one synthesis — Claude, Gemini & Codex cross-verify each other for rigorous multi-perspective research.

• Claude, Gemini, and Codex integration
• Cross-verification for research validation
• Multi-perspective synthesis

Modular PyTorch project template designed for reproducible machine learning experiments with YAML-based configuration.

• YAML-based experiment configuration
• Multiple random seed support
• Device selection and LR scheduling

Haskell numeric library with pure functional implementation, providing MATLAB & R-like syntax for linear algebra, statistics, and machine learning.

• Pure functional implementation
• MATLAB & R-like syntax
• Linear algebra, statistics, vector operations

Comprehensive collection of quantum algorithms in multiple frameworks.

• Pennylane, RustQIP, Qiskit, Cirq implementations
• Interactive Jupyter notebooks

Personalized arXiv paper recommendation and management system.

• Personalized paper recommendations
• Paper management and organization

See what's heavy — a modern, fast disk usage viewer written in Rust.

• Fast recursive directory scanning
• Modern TUI interface

Julia package for reading and writing NetCDF files via DataFrames interface.

• NetCDF file reading/writing
• Julia DataFrame integration

Experimental reverse-mode automatic differentiation library with arena-based memory management for research and prototyping.

• Reverse-mode AD with tape-based gradient computation
• Arena allocation for memory safety and performance
• Integration with Peroxide

Thesis/Dissertation template for Yonsei University written in Typst.

• Official Yonsei University thesis/dissertation format
• Typst-based for modern typesetting

Numerical computation repository for the D programming language.

• D language numerical computing

Go & Julia package to solve Renormalization Group Equations with Julia integration for plotting.

• RGE numerical solver
• Go implementation with Julia plotting
• Particle physics applications

Deep learning framework for particle physics mass estimation using missing information search. Published in Physical Review Research.

• Published in Phys. Rev. Research 5, 043186 (2023)
• PyTorch-based with Lightning integration
• Wandb for hyperparameter tuning

Paper (DOI)

Paper (arXiv)

Reinforcement learning algorithms implemented in Rust.

• Monte Carlo, Temporal Difference, Q-Learning
• Educational focus

Leap over the browser. Real-time bidirectional sync between Overleaf and your local filesystem.

• Real-time bidirectional sync
• Browser-less Overleaf workflow
• npm package for easy installation

Web framework written in Rust.

• Rust-based web framework

Reference implementation for the HyperbolicLR paper — a learning rate scheduler that is insensitive to the total number of training epochs.

• Epoch-insensitive scheduling
• Image classification & operator learning support
• Time series forecasting
• Reference implementation for arXiv:2407.15200

PUre RUst DAtaframe — DataFrame library implemented in pure Rust. Superseded by Peroxide's DataFrame module.

• Pure Rust DataFrame implementation
• Superseded by Peroxide

Rust-built command-line tool that simplifies file organization through custom tagging and swift fuzzy search, enhancing file management directly from your terminal.

• Custom file tagging system
• Fuzzy search for quick file retrieval
• Terminal-based file management

Gaussian random field generator implemented in Rust. Used for generating physically plausible potentials in neural operator research.

• Gaussian random field generation
• Used in Neural Hamilton research

Flexible work hours calculator for technical research personnel at Yonsei University.

• Flexible work schedule time calculation
• Yonsei University specific

Physical unit conversion library with fundamental constants for natural unit system calculations in physics.

• Natural unit system support
• Fundamental physical constants
• Unit conversion utilities

Functional programming and efficient tools for the D programming language.

• Functional programming utilities for D
• Efficient data processing tools

17 schedulers, composable warmup, opinionated presets, and first-class paper references.

• 17 learning rate schedulers
• Composable warmup support
• Research-driven with paper references